Multiple linear regression model for improving accuracy of capsulorhexis size calculation in femtosecond laser-assisted cataract surgery for adults: a retrospective single-center study

BMC Ophthalmology

Research

Akira Meguro¹  Nobuhisa Mizuki¹  Miki Akaishi²  Takeshi Teshigawara²  Seiichiro Hata³ 

[1] Department of Ophthalmology, Yokohama City University School of Medicine, Kanazawa, Japan;Department of Ophthalmology, Yokosuka Chuoh Eye Clinic, 2-6 Odaki-Cho, 238-0008, Yokosuka, Kanagawa, Japan;Tsurumi Chuoh Eye Clinic, Tsurumi, Yokohama, Kanagawa, Japan;Department of Ophthalmology, Yokohama City University School of Medicine, Kanazawa, Japan;Yokohama Sky Eye Clinic, Yokohama, Kanagawa, Japan;

关键词: Femtosecond;    Laser;    Cataract;    Adult;    Capsulorhexis;    Linear regression;    Intraocular lens;    Retrospective;    Optical coherence tomography;   

DOI  :  10.1186/s12886-023-02776-w

 received in 2022-08-09, accepted in 2023-01-09,  发布年份 2023

来源: Springer

【 摘 要 】

BackgroundDifferences between programmed capsulorhexis diameter and actual resulting capsulorhexis diameter (ARCD) are commonly encountered in femtosecond laser-assisted cataract surgery (FLACS). The purpose of this study was to identify the preoperative ophthalmic variables influencing capsulorhexis diameter index (CDI) in FLACS for adults and create a multiple linear regression model for obtaining a more accurate capsulorhexis diameter.MethodsThis retrospective study involved sixty-seven eyes of 44 patients who received FLACS and intraocular lens implantation. The ARCD was measured using anterior segment swept-source optical coherence tomography (CASIA 2). Keratometry (K1, K2 and average K), anterior chamber depth (ACD), lens thickness (LT), anterior chamber width (ACW), white-to-white (WTW), curvature radius of anterior lens capsule (Front R) and axial length (AL) were all measured preoperatively. Based on the derived data, LT/ACW, LT/AL, LT/ACD and LT/ACW/Front R were calculated. The ratio of the programmed capsulorhexis diameter and ARCD was defined as the CDI. Correlation analysis was conducted to examine the relationship between preoperative variables listed above and the CDI. Multiple linear regression analysis was applied to select the most influential preoperative variables on CDI.ResultsACD, LT, ACW, Front R, AL, LT/ACW, LT/AL, LT/ACD, and LT/ACW/Front R showed significant correlation with CDI. Front R and LT/ACW/Front R were selected as constants in the multiple linear regression model using stepwise variable selection. The following equation represents the multiple linear regression model: CDI = 1.306–4.516 × LT/ACW/FrontR-0.011 × Front R, when P < 0.0001, adjusted R-squared = 0.919, variance inflation factor = 8.389, and Durbin-Watson ratio = 1.846.Predicted postoperative capsulorhexis diameter (PPCD) equation was created based on CDI equation as follows: PPCD = programmed capsulorhexis diameter × 1.306–4.516 × LT/ACW/FrontR-0.011 × Front R.ConclusionFront R and LT/ACW/Front R were found to be the most significant influencing factors of capsulorhexis size. CDI and PPCD calculation equations presented in this study may be useful in setting up more accurate programmed capsulorhexis diameter for FLACS in adults, resulting in a precise ARCD.

【 授权许可】

CC BY   
© The Author(s) 2023

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